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癌症患者使用智能手机进行身体活动和健康的客观测量的可行性、有效性和可靠性。

Feasibility, validity and reliability of objective smartphone measurements of physical activity and fitness in patients with cancer.

机构信息

Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers (Amsterdam UMC), location VU University Medical Center (VUmc), De Boelelaan 1089a, 1081, HV, Amsterdam, The Netherlands.

Department of Epidemiology & Biostatistics, Amsterdam Public Health research institute, Amsterdam University Medical Centers (Amsterdam UMC), location VU University medical center (VUmc), Amsterdam, The Netherlands.

出版信息

BMC Cancer. 2018 Oct 29;18(1):1052. doi: 10.1186/s12885-018-4983-4.

Abstract

BACKGROUND

A patient's physical function plays a leading role in the treatment prescription for patients with cancer. Objective assessments of physical function may be more predictive for treatment tolerability and survival than frequently used subjective measures, such as the Eastern Cooperative Oncology Group/World Health Organization (ECOG/WHO) performance score. The use of smartphones to measure physical activity and fitness may provide an excellent opportunity to objectively estimate a patient's physical function against low costs and little time. We investigated feasibility, validity and reliability of smartphone measurements of step count and physical fitness in patients with cancer.

METHODS

In total, 72 patients participated. They wore a smartphone for 14 days to measure the mean number of steps per day, concomitant with an accelerometer during the first 7 days. Patients performed a six-minute walk test (6MWT) twice outdoors via a smartphone application and once in a test environment in the hospital. Feasibility was evaluated by the proportion of patients who completed the study as well as smartphone assessments of step count and physical fitness. Validity was assessed with the intraclass correlation coefficient (ICC) between the accelerometer and the first week of the smartphone for step count, and between the 6MWT in the hospital and via the application for physical fitness. Test-retest reliability was assessed with the ICC between step count levels of the first and second week of smartphone assessments, and between the first and second six-minute walk test in the home environment.

RESULTS

The completeness of smartphone measurements was approximately 90% for step count and 64% for physical fitness assessments. Validity was excellent for step count (ICC = 0.97, p < 0.001) and fair for fitness (ICC = 0.47, p < 0.001). We found excellent test-retest reliability for step count (ICC = 0.91, p < 0.001) and physical fitness (ICC = 0.88, p < 0.001).

CONCLUSIONS

This study showed that objective smartphone measurements of step count in clinical practice are feasible, valid and reliable. These findings indicate that the use of smartphones to objectively assess physical activity in clinical cancer practice is promising and may be used to select patients for treatment and study participation, to monitor patients during treatment and to guide treatment decisions.

摘要

背景

患者的身体功能在癌症患者的治疗方案中起着主导作用。身体功能的客观评估可能比常用的主观测量(如东部肿瘤协作组/世界卫生组织(ECOG/WHO)表现评分)更能预测治疗耐受性和生存情况。使用智能手机来测量身体活动和健康状况可能是一个很好的机会,可以以较低的成本和较少的时间来客观地评估患者的身体功能。我们研究了智能手机测量癌症患者步数和体能的可行性、有效性和可靠性。

方法

共有 72 名患者参加了这项研究。他们在 14 天内佩戴智能手机来测量每天的平均步数,并在头 7 天同时使用加速度计进行测量。患者通过智能手机应用程序在户外进行两次六分钟步行测试(6MWT),并在医院的测试环境中进行一次。通过完成研究的患者比例以及智能手机评估的步数和体能,来评估可行性。使用加速度计和智能手机第一周的步数之间的组内相关系数(ICC)以及医院和应用程序的 6MWT 之间的有效性来评估有效性。通过智能手机评估第一周和第二周的步数之间的 ICC,以及在家庭环境中的第一次和第二次六分钟步行测试之间的 ICC 来评估测试-再测试的可靠性。

结果

智能手机测量的步数的完整性约为 90%,而体能评估的完整性约为 64%。对于步数,有效性非常好(ICC=0.97,p<0.001),对于体能,有效性尚可(ICC=0.47,p<0.001)。我们发现步数的测试-再测试的可靠性非常好(ICC=0.91,p<0.001),体能的测试-再测试的可靠性也非常好(ICC=0.88,p<0.001)。

结论

本研究表明,在临床实践中,智能手机对步数的客观测量是可行的、有效的和可靠的。这些发现表明,使用智能手机在临床癌症实践中客观地评估身体活动是有希望的,可能用于选择患者接受治疗和参与研究,监测患者在治疗期间的情况,并指导治疗决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cc7/6206914/1a7b44675fb9/12885_2018_4983_Fig1_HTML.jpg

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